{"id":"W1830384610","doi":"10.1155/2014/561732","title":"Hepatocellular Carcinoma in a Large Canadian Urban Centre: Stage at Treatment and Its Potential Determinants","year":2014,"lang":"en","type":"article","venue":"Canadian Journal of Gastroenterology and Hepatology","topic":"Hepatocellular Carcinoma Treatment and Prognosis","field":"Medicine","cited_by":7,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of Toronto","funders":"","keywords":"Medicine; Hepatocellular carcinoma; Stage (stratigraphy); Cirrhosis; Internal medicine; Liver cancer; Liver disease; Liver transplantation; Palliative care; Milan criteria; Univariate analysis; Retrospective cohort study; Multivariate analysis; Gastroenterology; Surgery; Transplantation","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0003117236,0.0002472258,0.0002563528,0.0009763314,0.001852289,0.0008219821,0.0008114646,0.0004325826,0.002579906],"category_scores_gemma":[0.001996115,0.00020016,0.0003440598,0.002197565,0.0005040781,0.0002553634,0.0006045042,0.0004674809,0.0002150915],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.006882337,"about_ca_system_score_gemma":0.008865173,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.8992296,"about_ca_topic_score_gemma":0.9239681,"domain_scores_codex":[0.9994599,0.00004533613,0.00002192053,0.00006423176,0.0002144901,0.0001941728],"domain_scores_gemma":[0.9986286,0.0001074798,0.0003675061,0.00003124132,0.000376178,0.0004889506],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.00002971941,0.00001539321,0.9979106,0.00001021479,0.00001108567,0.0001491765,0.0001947496,0.0000338539,0.0001344961,0.00001741771,0.0002671496,0.001226101],"study_design_scores_gemma":[0.00000324883,0.000020884,0.9984326,0.00001490369,0.000008401467,0.0002563718,0.0008332367,0.0001271216,0.00002674252,0.000008736227,0.0002622904,0.000005398643],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9979883,0.0002521201,0.00005032597,0.0002044412,0.000007759419,0.00001623832,0.000388169,0.000005194931,0.001087408],"genre_scores_gemma":[0.9993967,0.0001437211,0.00005517502,0.00004556133,0.000007459319,0.000004428487,0.0001976334,0.000002091646,0.0001471881],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.1007704,"threshold_uncertainty_score":0.2027277,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01993688834131846,"score_gpt":0.2128759071430341,"score_spread":0.1929390188017157,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}